net is a data structure explaining the neural network parameters for the nonlinear transformation from data space to component space and reverse.net can be used in
nlpca_get_components and nlpca_get_data to obtain component values (scores) for new data or reconstructed data for any component value.

Example

In this example nonlinear PCA (circular PCA) is applied to artificial data of a noisy circle.